🤓 Latest Submissions
CasePilot Real-Time AI Financial Forensics
CasePilot is an event-driven financial forensics platform built for modern fintech environments where fraud unfolds in seconds. Traditional rule engines generate alert noise but fail to expose coordinated patterns across accounts, devices, and locations. CasePilot turns raw transaction streams into structured investigations by combining real-time ingestion, graph analysis, and AI-assisted case generation. The system ingests live transactions and risk signals, aggregates related alerts into single investigative units, and assigns dynamic risk scores. A graph network module maps relationships between users, wallets, devices, and IP addresses to expose mule rings and shared infrastructure. A geospatial velocity engine calculates distance and implied travel speed between events to detect impossible travel and account takeover scenarios. An integrated AI copilot operates in context of the active case. It synthesizes transaction logs, entity links, and historical outcomes retrieved through vector search to generate structured investigative reports and Suspicious Activity Reports. When analysts resolve cases, their decisions are embedded back into the system as structured memory, allowing future investigations to benefit from prior outcomes and reducing false positives over time. CasePilot is designed as a full-stack, real-time investigative workspace: a command center dashboard for monitoring, an interactive graph for tracing fraud networks, geospatial visualization for anomaly detection, and an AI layer that converts evidence into actionable enforcement. The result is a system that shortens investigation cycles, improves detection of coordinated fraud, and creates a continuously learning audit trail.
7 Feb 2026
Orchestor
Orchestrator is a next-generation content workflow automation system designed to eliminate the repetitive manual work faced by social media and marketing teams. Built on IBM watsonx Orchestrate, the solution converts Asana task data into ready-to-publish social media content using a simple CSV upload workflow. Why this matters: Asana alone already serves over 169,000 companies in more than 200 countries and yet even with this scale, content teams still face a gap when it comes to executing social-media workflows. Orchestrator fills that gap. How it works: Users export their existing Asana tasks including video links, captions, image links, accounts, deadlines, and statuses. Then, the user uploads the CSV into the Orchestrator webapp. The system interprets each row, validates and enhances the content using watsonx.ai, cleans formatting, and automatically generates structured posting tasks. These tasks are then executed by a custom watsonx Orchestrate agent, which schedules the content directly into Meta Business Suite and updates the task outcome. The business impact: This end-to-end agentic pipeline transforms what was once a manual twenty-minute post preparation into a process that completes in under two minutes for multiple posts. It eliminates error-prone manual actions, reduces scheduling delays, and standardizes workflows across teams. By bridging Asana and Meta Business Suite, two widely used but disconnected tools, Orchestrator delivers practical business value and enables teams to scale content operations with minimal effort.
23 Nov 2025
